Data Analysis And Visualization with Python

Data Analysis process

Load Data_CSV File

corona Cases 2/4/2021

Check Shape of data

Find null Values

Remove null values

Drop Unnecesary data

clean_data is new clean DataFrame

find duplicates

Analyzing Data

Total Positive And Active Corona Cases

Recovery Rate in Maharashtra

Death_Rate in Maharashtra

Cross Check Data

The Data Given below is dated 2/04/2021

Data Visualization

Bar Graph

Analyze data by Groupby values

positive_cases Bar Graph

Top 5 Districts with highest number of Deaths_cases

pie chart of Top 5 Districts with highest number of death_cases

Line Graph of Active Cases in Maharashrta

pivot table

Scatter plot of positive_cases over recoverd

scatter plot of deaths_rate(%) And recovery_rate(%)